Strategy Logic, Imperfect Information, and Hyperproperties

Raven Beutner, Bernd Finkbeiner
10/4/2025
cs.LOcs.AIcs.MA

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Abstract

Strategy logic (SL) is a powerful temporal logic that enables first-class reasoning over strategic behavior in multi-agent systems (MAS). In many MASs, the agents (and their strategies) cannot observe the global state of the system, leading to many extensions of SL centered around imperfect information, such as strategy logic with imperfect information (SL$_\mathit{ii}$). Along orthogonal lines, researchers have studied the combination of strategic behavior and hyperproperties. Hyperproperties are system properties that relate multiple executions in a system and commonly arise when specifying security policies. Hyper Strategy Logic (HyperSL) is a temporal logic that combines quantification over strategies with the ability to express hyperproperties on the executions of different strategy profiles. In this paper, we study the relation between SL$_\mathit{ii}$ and HyperSL. Our main result is that both logics (restricted to formulas where no state formulas are nested within path formulas) are equivalent in the sense that we can encode SL$_\mathit{ii}$ instances into HyperSL instances and vice versa. For the former direction, we build on the well-known observation that imperfect information is a hyperproperty. For the latter direction, we construct a self-composition of MASs and show how we can simulate hyperproperties using imperfect information.

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Cite this paper

@article{beutner2025strategy,
  title  = {Strategy Logic, Imperfect Information, and Hyperproperties},
  author = {Raven Beutner and Bernd Finkbeiner},
  year   = {2025},
  eprint = {2510.03952},
  archivePrefix = {arXiv},
  url    = {http://arxiv.org/abs/2510.03952v1}
}

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